-
1
-
-
73249139477
-
Object based image analysis for remote sensing
-
Blaschke, T. Object based image analysis for remote sensing. ISPRS J. Photogramm. Remote Sens. 2010, 65, 2-16.
-
(2010)
ISPRS J. Photogramm. Remote Sens.
, vol.65
, pp. 2-16
-
-
Blaschke, T.1
-
2
-
-
33750084387
-
Comparison of pixel-based and object-oriented image classification approaches: A case study in a coal fire area, Wuda, Inner Mongolia, China
-
Yan, G.; Mas, J.F.; Maathuis, B.H.P.; Zhang, X.; van Dijk, P.M. Comparison of pixel-based and object-oriented image classification approaches: A case study in a coal fire area, Wuda, Inner Mongolia, China. Int. J. Remote Sens. 2006, 27, 4039-4055.
-
(2006)
Int. J. Remote Sens.
, vol.27
, pp. 4039-4055
-
-
Yan, G.1
Mas, J.F.2
Maathuis, B.H.P.3
Zhang, X.4
van Dijk, P.M.5
-
3
-
-
34648816525
-
A Transferable and Stable Object Oriented Classification Approach in Various Urban Areas and Various High Resolution Sensors
-
In Proceedings of the Joint Urban Remote Sensing Event, Paris, France, 11-13 March
-
Taubenböck, H.; Roth, A. A Transferable and Stable Object Oriented Classification Approach in Various Urban Areas and Various High Resolution Sensors. In Proceedings of the Joint Urban Remote Sensing Event, Paris, France, 11-13 March 2007; pp.1-7.
-
(2007)
, pp. 1-7
-
-
Taubenböck, H.1
Roth, A.2
-
4
-
-
84855458471
-
Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends
-
Weng, Q. Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends. Remote Sens. Environ. 2012, 117, 34-49.
-
(2012)
Remote Sens. Environ.
, vol.117
, pp. 34-49
-
-
Weng, Q.1
-
5
-
-
84864044765
-
Monitoring land cover change in urban and peri-urban areas using dense time stacks of Landsat satellite data and a data mining approach
-
Schneider, A. Monitoring land cover change in urban and peri-urban areas using dense time stacks of Landsat satellite data and a data mining approach. Remote Sens. Environ. 2012, 124, 689-704.
-
(2012)
Remote Sens. Environ.
, vol.124
, pp. 689-704
-
-
Schneider, A.1
-
6
-
-
0036326141
-
Urban built-up land change detection with road density and spectral information from multi-temporal Landsat TM data
-
Zhang, Q.; Wang, J.; Peng, X.; Gong, P.; Shi, P. Urban built-up land change detection with road density and spectral information from multi-temporal Landsat TM data. Int. J. Remote Sens. 2002, 23, 3057-3078.
-
(2002)
Int. J. Remote Sens.
, vol.23
, pp. 3057-3078
-
-
Zhang, Q.1
Wang, J.2
Peng, X.3
Gong, P.4
Shi, P.5
-
7
-
-
85040139316
-
-
John Wiley & Sons: New York, NY, USA
-
Lillesand, T.M.; Kiefer, R.W.; Chipman, J.W. Remote Sensing and Image Interpretation; John Wiley & Sons: New York, NY, USA, 2008.
-
(2008)
Remote Sensing and Image Interpretation
-
-
Lillesand, T.M.1
Kiefer, R.W.2
Chipman, J.W.3
-
8
-
-
0015680481
-
Textural features for image classification
-
Haralick, R.; Shanmugam, K.; Dinstein, I. Textural features for image classification. IEEE Trans. Sys. Man Cyber. 1973, 3, 610-621.
-
(1973)
IEEE Trans. Sys. Man Cyber.
, vol.3
, pp. 610-621
-
-
Haralick, R.1
Shanmugam, K.2
Dinstein, I.3
-
10
-
-
84937655864
-
Visual pattern recognition by moment invariants
-
Hu, M.K. Visual pattern recognition by moment invariants. IRE Trans. Inf. Theory 1962, 8, 179-187.
-
(1962)
IRE Trans. Inf. Theory
, vol.8
, pp. 179-187
-
-
Hu, M.K.1
-
11
-
-
0242456421
-
Review of shape representation and description techniques
-
Zhang, D.; Lu, G. Review of shape representation and description techniques. Pattern Recognit. 2004, 37, 1-19.
-
(2004)
Pattern Recognit.
, vol.37
, pp. 1-19
-
-
Zhang, D.1
Lu, G.2
-
12
-
-
0006839199
-
Efficiency of simple shape descriptors
-
Peura, M; Iivarinen, J. Efficiency of simple shape descriptors. Asp. Vis. Form. 1997, 443-451.
-
(1997)
Asp. Vis. Form.
, pp. 443-451
-
-
Peura, M.1
Iivarinen, J.2
-
13
-
-
85061066913
-
Selection of Relevant Features in Machine Learning
-
In Proceedings of the AAAI Fall Symposium, New Orleans, LA, USA, 4-6 November
-
Langley, P. Selection of Relevant Features in Machine Learning. In Proceedings of the AAAI Fall Symposium, New Orleans, LA, USA, 4-6 November 1994; pp. 127-131.
-
(1994)
, pp. 127-131
-
-
Langley, P.1
-
14
-
-
77957033760
-
Feature Selection for Brain-Computer Interfaces
-
In Proceedings of the 13th Pacific-Asia International Conference on Knowledge Discovery and Data Mining: New Frontiers in Applied Data Mining, Bangkok, Thailand, 27-30 April
-
Koprinska, I. Feature Selection for Brain-Computer Interfaces. In Proceedings of the 13th Pacific-Asia International Conference on Knowledge Discovery and Data Mining: New Frontiers in Applied Data Mining, Bangkok, Thailand, 27-30 April 2009; pp. 106-117.
-
(2009)
, pp. 106-117
-
-
Koprinska, I.1
-
16
-
-
84856742245
-
Machine learning comparison between WorldView-2 and QuickBird-2-simulated imagery regarding object-based urban land cover classification
-
Novack, T.; Esch, T.; Kux, H.; Stilla, U. Machine learning comparison between WorldView-2 and QuickBird-2-simulated imagery regarding object-based urban land cover classification. Remote Sens. 2011, 3, 2263-2282.
-
(2011)
Remote Sens.
, vol.3
, pp. 2263-2282
-
-
Novack, T.1
Esch, T.2
Kux, H.3
Stilla, U.4
-
17
-
-
84863944235
-
Semi-automatic objects recognition in urban areas based on fuzzy logic
-
Prandi, F.; Brumana, R.; Fassi, F. Semi-automatic objects recognition in urban areas based on fuzzy logic. J. Geogr. Inf. Syst. 2010, 2, 55-62.
-
(2010)
J. Geogr. Inf. Syst.
, vol.2
, pp. 55-62
-
-
Prandi, F.1
Brumana, R.2
Fassi, F.3
-
18
-
-
1642487678
-
Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information
-
Benz, U.C.; Hofmann, P.; Willhauck, G.; Lingenfelder, I.; Heynen, M. Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information. ISPRS J. Photogramm. Remote Sens. 2004, 58, 239-258.
-
(2004)
ISPRS J. Photogramm. Remote Sens.
, vol.58
, pp. 239-258
-
-
Benz, U.C.1
Hofmann, P.2
Willhauck, G.3
Lingenfelder, I.4
Heynen, M.5
-
19
-
-
67349104329
-
A Support Vector Machine Approach for Object Based Image Analysis
-
In Proceedings of 1st International Conference on Object-based Image Analysis, Salzburg, Austria, 4-5 July
-
Tzotsos A.; Argialas, D. A Support Vector Machine Approach for Object Based Image Analysis. In Proceedings of 1st International Conference on Object-based Image Analysis, Salzburg, Austria, 4-5 July 2006.
-
(2006)
-
-
Tzotsos, A.1
Argialas, D.2
-
20
-
-
63149099144
-
Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation SVM Classifier and a Circular Validation Strategy
-
Bruzzone, L.; Marconcini, M. Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation SVM Classifier and a Circular Validation Strategy. IEEE Trans. Geosci. Remote Sens. 2009, 47, 1108-1122.
-
(2009)
IEEE Trans. Geosci. Remote Sens.
, vol.47
, pp. 1108-1122
-
-
Bruzzone, L.1
Marconcini, M.2
-
21
-
-
0035248272
-
Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images
-
Bruzzone, L.; Prieto, D.F. Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images. IEEE Trans. Geosci. Remote Sens. 2001, 39, 456-460.
-
(2001)
IEEE Trans. Geosci. Remote Sens.
, vol.39
, pp. 456-460
-
-
Bruzzone, L.1
Prieto, D.F.2
-
23
-
-
0020715751
-
Comparison of interpolating methods for image resampling
-
Parker, J.A.; Kenyon, R.V.; Troxel, D.E. Comparison of interpolating methods for image resampling. IEEE Trans. Med. Imaging. 1983, 2, 31-39.
-
(1983)
IEEE Trans. Med. Imaging.
, vol.2
, pp. 31-39
-
-
Parker, J.A.1
Kenyon, R.V.2
Troxel, D.E.3
-
25
-
-
0032030026
-
Multisensor image fusion in remote sensing: Concepts, methods and applications
-
Pohl, C.; van Genderen, J.L. Multisensor image fusion in remote sensing: Concepts, methods and applications. Int. J. Remote Sens. 1998, 19, 823-854.
-
(1998)
Int. J. Remote Sens.
, vol.19
, pp. 823-854
-
-
Pohl, C.1
van Genderen, J.L.2
-
27
-
-
84898062187
-
-
ISPRS Data Sets: Ikonos, Available online:, (accessed on 8 April) 2013
-
ISPRS Data Sets: Ikonos; 2003. Available online: http://www.isprs.org/data/ikonos (accessed on 8 April 2013).
-
(2003)
-
-
-
28
-
-
77949838817
-
Accuracy assessment measures for object-based image segmentation goodness
-
Clinton, N.; Holt, A.; Scarborough, J.; Yan, L.; Gong, P. Accuracy assessment measures for object-based image segmentation goodness. Photogramm. Engine. Remote Sens. 2010, 76, 289-299.
-
(2010)
Photogramm. Engine. Remote Sens.
, vol.76
, pp. 289-299
-
-
Clinton, N.1
Holt, A.2
Scarborough, J.3
Yan, L.4
Gong, P.5
-
29
-
-
41949100170
-
Image segmentation evaluation: a survey of unsupervised methods
-
Zhang, H.; Fritts, J.E.; Goldman, S.A. Image segmentation evaluation: a survey of unsupervised methods. Computerv. Image Underst. 2008, 110, 260-280.
-
(2008)
Computerv. Image Underst.
, vol.110
, pp. 260-280
-
-
Zhang, H.1
Fritts, J.E.2
Goldman, S.A.3
-
30
-
-
79957819255
-
Unsupervised image segmentation evaluation and refinement using a multi-scale approach
-
Johnson, B.; Xie, Z. Unsupervised image segmentation evaluation and refinement using a multi-scale approach. ISPRS J. Photogramm. Remote Sens. 2011, 66, 473-483.
-
(2011)
ISPRS J. Photogramm. Remote Sens.
, vol.66
, pp. 473-483
-
-
Johnson, B.1
Xie, Z.2
-
33
-
-
37549018049
-
Top 10 algorithms in data mining
-
Wu, X.; Kumar, V.; Ross Quinlan, J.; Ghosh, J.; Yang, Q.; Motoda, H.; McLachlan, G.J.; Ng, A.; Liu, B.; Yu, P.S.; et al. Top 10 algorithms in data mining. Knowl. Inf. Syst. 2007, 14, 1-37.
-
(2007)
Knowl. Inf. Syst.
, vol.14
, pp. 1-37
-
-
Wu, X.1
Kumar, V.2
Ross Quinlan, J.3
Ghosh, J.4
Yang, Q.5
Motoda, H.6
McLachlan, G.J.7
Ng, A.8
Liu, B.9
Yu, P.S.10
-
34
-
-
0035478854
-
Random forests
-
Breiman, L. Random forests. Mach. Learn. 2001, 45, 5-32.
-
(2001)
Mach. Learn.
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
35
-
-
0041382385
-
-
Available online: (accessed on 07 March).
-
Breiman, L.; Cutler, A. Random forests. Available online: http://www.stat.berkeley.edu/users/ breiman/RandomForests (accessed on 07 March 2013).
-
(2013)
Random forests
-
-
Breiman, L.1
Cutler, A.2
-
36
-
-
0141569007
-
An assessment of the effectiveness of decision tree methods for land cover classification
-
Pal, M.; Mather, P.M. An assessment of the effectiveness of decision tree methods for land cover classification. Remote Sens. Environ. 2003, 86, 554-565.
-
(2003)
Remote Sens. Environ.
, vol.86
, pp. 554-565
-
-
Pal, M.1
Mather, P.M.2
-
38
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges, C.J. A tutorial on support vector machines for pattern recognition. Data Mini. Knowl. Discov. 1998, 2, 121-167.
-
(1998)
Data Mini. Knowl. Discov.
, vol.2
, pp. 121-167
-
-
Burges, C.J.1
-
39
-
-
80055099303
-
Improving urban land use and land cover classification from high-spatial-resolution hyperspectral imagery using contextual information
-
doi:10.1117/1.3491192
-
Yang, H.; Ma, B.; Du, Q.; Yang, C. Improving urban land use and land cover classification from high-spatial-resolution hyperspectral imagery using contextual information. J. Appl. Remote Sens. 2010, doi:10.1117/1.3491192.
-
(2010)
J. Appl. Remote Sens.
-
-
Yang, H.1
Ma, B.2
Du, Q.3
Yang, C.4
-
40
-
-
84992726552
-
Estimating Attributes: Analysis and Extensions of Relief
-
In Proceedings of the International Conference on Machine Learning, New Brunswick, NJ, USA, 10-13 July
-
Kononenko, I. Estimating Attributes: Analysis and Extensions of Relief. In Proceedings of the International Conference on Machine Learning, New Brunswick, NJ, USA, 10-13 July 1994; pp. 171-182.
-
(1994)
, pp. 171-182
-
-
Kononenko, I.1
-
41
-
-
84898080788
-
-
WEKA3: Data Mining with Open Source Machine Learning Software, Available online:, (accessed on 29 October 2012).
-
WEKA3: Data Mining with Open Source Machine Learning Software; 2012. Available online: http://www.cs.waikato.ac.nz/ml/weka (accessed on 29 October 2012).
-
(2012)
-
-
-
42
-
-
0141990695
-
Theoretical and empirical analysis of ReliefF and RReliefF
-
Robnik-Sikonja, M.; Kononenko, I. Theoretical and empirical analysis of ReliefF and RReliefF. Mach Learn. 2003, 53, 23-69.
-
(2003)
Mach Learn.
, vol.53
, pp. 23-69
-
-
Robnik-Sikonja, M.1
Kononenko, I.2
-
43
-
-
70449708973
-
Optimal feature selection for support vector machines
-
Nguyen, M.H.; De la Torre, F. Optimal feature selection for support vector machines. Pattern Recognit. 2010, 43, 584-591.
-
(2010)
Pattern Recognit.
, vol.43
, pp. 584-591
-
-
Nguyen, M.H.1
De la Torre, F.2
-
44
-
-
77957741951
-
On the mean accuracy of statistical pattern recognizers
-
Hughes, G. On the mean accuracy of statistical pattern recognizers. IEEE Trans. Inf. Theory 1968, 14, 55-63.
-
(1968)
IEEE Trans. Inf. Theory
, vol.14
, pp. 55-63
-
-
Hughes, G.1
-
45
-
-
1542442242
-
An assessment of Landsat TM band 6 thermal data for analyzing land cover in tropical dry forest regions
-
Southworth, J. An assessment of Landsat TM band 6 thermal data for analyzing land cover in tropical dry forest regions. Int. J. Remote Sens. 2004, 25, 689-706.
-
(2004)
Int. J. Remote Sens.
, vol.25
, pp. 689-706
-
-
Southworth, J.1
-
46
-
-
77955321258
-
Sentinel-2 Optical High Resolution Mission for GMES Operational Services
-
In Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, Barcelona, Spain, 23-28 July
-
Martimor, P.; Arino, O.; Berger, M.; Biasutti, R.; Carnicero, B.; Del Bello, U.; Fernandez, V.; Gascon, F.; Silvestrin, P.; Spoto, F.; et al. Sentinel-2 Optical High Resolution Mission for GMES Operational Services. In Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, Barcelona, Spain, 23-28 July 2007; pp. 2677-2680.
-
(2007)
, pp. 2677-2680
-
-
Martimor, P.1
Arino, O.2
Berger, M.3
Biasutti, R.4
Carnicero, B.5
Del Bello, U.6
Fernandez, V.7
Gascon, F.8
Silvestrin, P.9
Spoto, F.10
-
47
-
-
84873143523
-
Exposure estimation from multi-resolution optical satellite imagery for seismic risk assessment
-
Wieland, M.; Pittore, M.; Parolai, S.; Zschau, J. Exposure estimation from multi-resolution optical satellite imagery for seismic risk assessment. ISPRS Int. J. Geo-Inf. 2012, 1, 69-88.
-
(2012)
ISPRS Int. J. Geo-Inf.
, vol.1
, pp. 69-88
-
-
Wieland, M.1
Pittore, M.2
Parolai, S.3
Zschau, J.4
-
48
-
-
84880623404
-
Toward a rapid probabilistic seismic vulnerability assessment using satellite and ground-based remote sensing
-
Pittore, M.; Wieland, M. Toward a rapid probabilistic seismic vulnerability assessment using satellite and ground-based remote sensing. Nat. Hazards 2013, 68, 115-145.
-
(2013)
Nat. Hazards
, vol.68
, pp. 115-145
-
-
Pittore, M.1
Wieland, M.2
-
49
-
-
84857061301
-
Estimating building inventory for rapid seismic vulnerability assessment: Towards an integrated approach based on multi-source imaging
-
Wieland, M.; Pittore, M.; Parolai, S.; Zschau, J.; Moldobekov, B.; Begaliev, U. Estimating building inventory for rapid seismic vulnerability assessment: Towards an integrated approach based on multi-source imaging. Soil Dyn. Earthq. Eng. 2012, 36, 70-83.
-
(2012)
Soil Dyn. Earthq. Eng.
, vol.36
, pp. 70-83
-
-
Wieland, M.1
Pittore, M.2
Parolai, S.3
Zschau, J.4
Moldobekov, B.5
Begaliev, U.6
-
50
-
-
85012861608
-
Uncertainty and sensitivity analyses in seismic risk assessments on the example of Cologne
-
Tyagunov, S.; Pittore, M.; Wieland, M.; Parolai, S.; Bindi, D.; Fleming, K.; Zschau, J. Uncertainty and sensitivity analyses in seismic risk assessments on the example of Cologne, Germany. Nat. Hazards Earth Syst. Sci. Discuss. 2014, 1, 7285-7332.
-
(2014)
Germany. Nat. Hazards Earth Syst. Sci. Discuss.
, vol.1
, pp. 7285-7332
-
-
Tyagunov, S.1
Pittore, M.2
Wieland, M.3
Parolai, S.4
Bindi, D.5
Fleming, K.6
Zschau, J.7
|